By integrating the best available spatial and statistical datasets, a new deforestation attribution framework (DeDuCE) provides a detailed quantification of deforestation associated with the production of agricultural and forestry commodities. DeDuCE reports 9,332 unique country–commodity deforestation–carbon footprints across 179 countries and 184 commodities annually from 2001 to 2022. Our findings indicate that while global efforts to curb deforestation appropriately focus on cattle meat, oil palm, rubber, soya, cocoa and coffee, global monitoring efforts have largely overlooked staple crops such as rice, maize and cassava.
Click here to access the Global Illegal Logging and Associated Trade (ILAT) Risk assessment tool and to download the Forest Trends User Guide describing the functionality of the ILAT Risk Data Tool.
Click here to access the Cattle Data Tool.
